Molla Hafizur Rahman Source Confirmed
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Lecturer (Assistant Professor)
University of Arkansas at Fayetteville
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Biography and Research Information
OverviewAI-generated summary
Molla Hafizur Rahman's research focuses on understanding and modeling human decision-making processes, particularly within design contexts. His work utilizes computational approaches, including recurrent neural networks and reinforcement learning, to predict sequential design decisions and human actions. Rahman also investigates the transferability of design knowledge and the representation of design thinking through embedding techniques. His publications explore the cognitive competencies of student designers in computer-aided design environments. Rahman has a scholarly record with an h-index of 6 and 131 citations across 10 publications. He has collaborated with Darya L. Zabelina at the University of Arkansas at Fayetteville on one shared publication.
Metrics
- h-index: 6
- Publications: 10
- Citations: 131
Selected Publications
- Empirical evidence and computational assessment on design knowledge transferability (2024) DOI
- A Reinforcement Learning Approach to Predicting Human Design Actions Using a Data-Driven Reward Formulation (2022) DOI
- Design Embedding: Representation Learning of Design Thinking to Cluster Design Behaviors (2021) DOI
- MODELLING AND PROFILING STUDENT DESIGNERS’ COGNITIVE COMPETENCIES IN COMPUTER-AIDED DESIGN (2021) DOI
- Predicting Sequential Design Decisions Using the Function-Behavior-Structure Design Process Model and Recurrent Neural Networks (2021) DOI
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